Title :
Non-fragile fuzzy H∞ filter design for nonlinear systems
Author :
Chang, Xiao-Heng ; Yang, Guang-hong
Author_Institution :
Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper is concerned with the problem of non-fragile H∞ filter design for nonlinear systems. The nonlinear plant is represented by a Takagi-Sugeno (T-S) fuzzy model. By using the fuzzy Lyapunov function, a sufficient condition guaranteeing the H∞ performance of the filter error is derived. The condition for the H∞ filter design is expressed by a set of linear matrix inequalities (LMIs), which is assumed to have additive gain variations. Finally, the validity of this approach is illustrated by an example.
Keywords :
H∞ control; Lyapunov methods; filtering theory; fuzzy control; linear matrix inequalities; nonlinear control systems; Takagi-Sugeno fuzzy model; fuzzy Lyapunov function; linear matrix inequalities; nonfragile fuzzy H∞ filter design; nonlinear systems; Circuit stability; Fuzzy systems; Linear matrix inequalities; Lyapunov methods; Nonlinear systems; Stability analysis; Takagi-Sugeno model; Nonlinear systems; T-S fuzzy systems; fuzzy Lyapunov function; linear matrix inequalities (LMIs); non-fragile H∞ filter;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968717
